Applied Machine Learning and Deep Learning with R [Video]

Applied Machine Learning and Deep Learning with R [Video]

Olgun Aydin

1 customer reviews
Learn to build powerful machine learning and deep learning applications with help of the R programming language and its various packages
Video
$10.00
RRP $124.99
Save 91%
What do I get with a Mapt subscription?
  • Unlimited access to all Packt’s 6,000+ eBooks and Videos
  • 100+ new titles a month, learning paths, assessments & code files
  • 1 Free eBook or Video to download and keep every month after trial
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
$10.00
RRP $124.99

Frequently bought together


Applied Machine Learning and Deep Learning with R [Video] Book Cover
Applied Machine Learning and Deep Learning with R [Video]
$ 124.99
$ 10.00
Applied Deep Learning with TensorFlow and Google Cloud AI [Video] Book Cover
Applied Deep Learning with TensorFlow and Google Cloud AI [Video]
$ 124.99
$ 10.00
Buy 2 for $20.00
Save $229.98
Add to Cart

Video Description

In this course, we will examine in detail the R software, which is the most popular statistical programming language of recent years.

You will start with exploring different learning methods, clustering, classification, model evaluation methods and performance metrics. From there, you will dive into the general structure of the clustering algorithms and develop applications in the R environment by using clustering and classification algorithms for real-life problems Next, you will learn to use general definitions about artificial neural networks, and the concept of deep learning will be introduced. The elements of deep learning neural networks, types of deep learning networks, frameworks used for deep learning applications will be addressed and applications will be done with R TensorFlow package. Finally, you will dive into developing machine learning applications with SparkR, and learn to make distributed jobs on SparkR.

Style and Approach

A step-by-step real world guide on machine learning and deep learning that takes you through the core aspects for building powerful data science applications with the help of the R programming language

Video Preview

What You Will Learn

  • Classify data with the help of statistical methods such as k-NN Classification, Logistic Regression, and Decision Trees
  • Deal with imbalanced datasets in artificial neural networks
  • Deep learning algorithms Tensorflow background in R
  • Write machine learning scripts with SparkR

Authors

Video Details

ISBN 139781788394673
Course Length2 hours 15 minutes
Read More
From 1 reviews

Read More Reviews

These popular $10 titles might interest you

Applied Deep Learning with TensorFlow and Google Cloud AI [Video] Book Cover
Applied Deep Learning with TensorFlow and Google Cloud AI [Video]
$ 124.99
$ 10.00
Real-World Machine Learning Projects with Scikit-Learn [Video] Book Cover
Real-World Machine Learning Projects with Scikit-Learn [Video]
$ 124.99
$ 10.00
Introduction to Deep Learning with Caffe2 [Video] Book Cover
Introduction to Deep Learning with Caffe2 [Video]
$ 124.99
$ 10.00
Machine Learning and Tensorflow - The Google Cloud Approach [Video] Book Cover
Machine Learning and Tensorflow - The Google Cloud Approach [Video]
$ 41.99
$ 10.00
Applied Deep Learning with Python Book Cover
Applied Deep Learning with Python
$ 35.99
$ 10.00
Hands-on Supervised Machine Learning with Python [Video] Book Cover
Hands-on Supervised Machine Learning with Python [Video]
$ 124.99
$ 10.00